Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 16,683,936 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 7,551 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 381.9 MiB |
| Average record size in memory | 24.0 B |
Variable types
| Numeric | 1 |
|---|---|
| Categorical | 1 |
| Boolean | 8 |
| Dataset has 7551 (< 0.1%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2025-06-30 09:47:17.975893 |
|---|---|
| Analysis finished | 2025-06-30 09:49:10.671673 |
| Duration | 1 minute and 52.7 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
score_threshold
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 579.6617 |
| Minimum | 200 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 127.3 MiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 200 |
| Q1 | 350 |
| median | 550 |
| Q3 | 800 |
| 95-th percentile | 1000 |
| Maximum | 1000 |
| Range | 800 |
| Interquartile range (IQR) | 450 |
Descriptive statistics
| Standard deviation | 243.5397 |
|---|---|
| Coefficient of variation (CV) | 0.4201411 |
| Kurtosis | -1.1871308 |
| Mean | 579.6617 |
| Median Absolute Deviation (MAD) | 200 |
| Skewness | 0.10437537 |
| Sum | 9.6710386 × 109 |
| Variance | 59311.587 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 250 | 1112574 | 6.7% |
| 300 | 1110206 | 6.7% |
| 350 | 1075235 | 6.4% |
| 200 | 1067919 | 6.4% |
| 400 | 1044005 | 6.3% |
| 450 | 1012852 | 6.1% |
| 600 | 1009826 | 6.1% |
| 500 | 1007400 | 6.0% |
| 550 | 1005980 | 6.0% |
| 650 | 972930 | 5.8% |
| Other values (7) | 6265009 |
| Value | Count | Frequency (%) |
| 200 | 1067919 | |
| 250 | 1112574 | |
| 300 | 1110206 | |
| 350 | 1075235 | |
| 400 | 1044005 | |
| 450 | 1012852 | |
| 500 | 1007400 | |
| 550 | 1005980 | |
| 600 | 1009826 | |
| 650 | 972930 |
| Value | Count | Frequency (%) |
| 1000 | 850778 | |
| 950 | 862768 | |
| 900 | 874679 | |
| 850 | 886942 | |
| 800 | 905544 | |
| 750 | 925592 | |
| 700 | 958706 | |
| 650 | 972930 | |
| 600 | 1009826 | |
| 550 | 1005980 |
dice_threshold
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 795.6 MiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16683936 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16683936 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16683936 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 4208912 | |
| 4 | 4001366 | |
| 2 | 3822713 | |
| 1 | 2652322 | |
| 0 | 1998623 |
consider_score
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.9 MiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 11342628 | |
| False | 5341308 |
consider_dice
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.9 MiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 11302706 | |
| False | 5381230 |
| Value | Count | Frequency (%) |
| False | 13159435 | |
| True | 3524501 | 21.1% |
| Value | Count | Frequency (%) |
| True | 11176135 | |
| False | 5507801 |
| Value | Count | Frequency (%) |
| False | 11192076 | |
| True | 5491860 |
| Value | Count | Frequency (%) |
| True | 8405536 | |
| False | 8278400 |
auto_hot_dice
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.9 MiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 9517269 | |
| False | 7166667 |
| Value | Count | Frequency (%) |
| False | 8342532 | |
| True | 8341404 |
Interactions
Correlations
| auto_hot_dice | consider_dice | consider_score | dice_threshold | prefer_score | require_both | run_up_score | score_threshold | smart_five | smart_one | |
|---|---|---|---|---|---|---|---|---|---|---|
| auto_hot_dice | 1.000 | 0.075 | 0.001 | 0.048 | 0.038 | 0.074 | 0.000 | 0.011 | 0.001 | 0.001 |
| consider_dice | 0.075 | 1.000 | 0.390 | 0.201 | 0.327 | 0.357 | 0.000 | 0.006 | 0.033 | 0.023 |
| consider_score | 0.001 | 0.390 | 1.000 | 0.009 | 0.243 | 0.355 | 0.000 | 0.058 | 0.026 | 0.021 |
| dice_threshold | 0.048 | 0.201 | 0.009 | 1.000 | 0.104 | 0.241 | 0.000 | 0.011 | 0.044 | 0.037 |
| prefer_score | 0.038 | 0.327 | 0.243 | 0.104 | 1.000 | 0.018 | 0.000 | 0.026 | 0.000 | 0.007 |
| require_both | 0.074 | 0.357 | 0.355 | 0.241 | 0.018 | 1.000 | 0.000 | 0.071 | 0.013 | 0.012 |
| run_up_score | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| score_threshold | 0.011 | 0.006 | 0.058 | 0.011 | 0.026 | 0.071 | 0.000 | 1.000 | 0.009 | 0.010 |
| smart_five | 0.001 | 0.033 | 0.026 | 0.044 | 0.000 | 0.013 | 0.000 | 0.009 | 1.000 | 0.492 |
| smart_one | 0.001 | 0.023 | 0.021 | 0.037 | 0.007 | 0.012 | 0.000 | 0.010 | 0.492 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| score_threshold | dice_threshold | consider_score | consider_dice | require_both | smart_five | smart_one | prefer_score | auto_hot_dice | run_up_score | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 900 | 3 | True | True | False | True | True | False | True | True |
| 1 | 900 | 3 | True | True | False | True | True | False | True | True |
| 2 | 900 | 3 | True | True | False | True | True | False | True | True |
| 3 | 900 | 3 | True | True | False | True | True | False | True | True |
| 4 | 900 | 3 | True | True | False | True | True | False | True | True |
| 5 | 900 | 3 | True | True | False | True | True | False | True | True |
| 6 | 900 | 3 | True | True | False | True | True | False | True | True |
| 7 | 900 | 3 | True | True | False | True | True | False | True | True |
| 8 | 900 | 3 | True | True | False | True | True | False | True | True |
| 9 | 900 | 3 | True | True | False | True | True | False | True | True |
| score_threshold | dice_threshold | consider_score | consider_dice | require_both | smart_five | smart_one | prefer_score | auto_hot_dice | run_up_score | |
|---|---|---|---|---|---|---|---|---|---|---|
| 16683926 | 900 | 0 | False | True | False | True | False | False | False | True |
| 16683927 | 400 | 0 | True | True | True | True | True | True | False | True |
| 16683928 | 250 | 0 | False | True | False | False | False | False | False | True |
| 16683929 | 500 | 0 | True | True | True | True | False | True | True | True |
| 16683930 | 700 | 0 | False | True | False | False | False | False | True | False |
| 16683931 | 350 | 0 | False | True | False | True | False | False | False | True |
| 16683932 | 700 | 0 | False | True | False | True | False | False | False | False |
| 16683933 | 800 | 0 | True | True | True | True | False | False | False | True |
| 16683934 | 850 | 0 | True | True | True | True | False | False | False | False |
| 16683935 | 800 | 0 | True | True | True | True | False | True | True | True |
Duplicate rows
Most frequently occurring
| score_threshold | dice_threshold | consider_score | consider_dice | require_both | smart_five | smart_one | prefer_score | auto_hot_dice | run_up_score | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6537 | 900 | 3 | True | True | False | True | True | False | True | True | 4167 |
| 1325 | 300 | 4 | True | True | True | True | True | False | False | True | 4135 |
| 1326 | 300 | 4 | True | True | True | True | True | False | True | False | 4134 |
| 883 | 250 | 4 | True | True | True | True | True | False | True | True | 4108 |
| 6092 | 850 | 3 | True | True | False | True | True | False | True | False | 4107 |
| 5649 | 800 | 3 | True | True | False | True | True | False | True | True | 4082 |
| 881 | 250 | 4 | True | True | True | True | True | False | False | True | 4077 |
| 5648 | 800 | 3 | True | True | False | True | True | False | True | False | 4070 |
| 4760 | 700 | 3 | True | True | False | True | True | False | True | True | 4069 |
| 1324 | 300 | 4 | True | True | True | True | True | False | False | False | 4066 |